MilkWYX

bert

TensorFlow code and pre-trained models for BERT

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

CodeHub

CodeHub is an iOS application written using Xamarin

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

fairseq-lua

Facebook AI Research Sequence-to-Sequence Toolkit

langid.py

Stand-alone language identification system

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

O2O-Coupon-Usage-Forecast

1st Place Solution for O2O Coupon Usage Forecast

weibo-analysis-and-visualization

使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

MELD

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

sunny-side-up

Sentiment Analysis Challenge

SGM

Sequence Generation Model for Multi-label Classification (COLING 2018)

Deep-Learning-in-Python

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

capsule_text_classification

Journal-Information

The information of computer journal

SU4MLC

Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)

GCAE

ntua-slp-semeval2018

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Seq2Set

Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"

emo2vec

Semi-supervised emotion lexicon expansion with label propagation and specialized word embeddings

emo2vec_wassa_paper

NLPCC2014_sentiment

emoji2vec

Train emoji embeddings based on emoji descriptions.

Ren_CECps-Dictionary

JointModelNSP

a joint model for text normalization, segmention, POS tagging.

GloVe

GloVe model for distributed word representation

seq2set-semantic-tagging

End-to-end semantic tagging.